Title :
A Frequency-Constrained Stochastic Economic Dispatch Model
Author :
Yen-Yu Lee ; Baldick, Ross
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Texas, Austin, TX, USA
Abstract :
In this paper, we formulate the economic dispatch problem as a two-stage stochastic convex program for operational decision making under uncertainty. Post-contingency minimum frequency constraints are formulated as convex sets using a simplified model of frequency dynamics. The L-shaped method is used to decompose the large stochastic program into smaller sub-problems. Large-scale system examples are provided to demonstrate the computational efficiency of the proposed model formulation. Numerical results show the value of the proposed model and indicate that the proposed model is especially useful under a higher level of wind penetration.
Keywords :
convex programming; power generation dispatch; power generation economics; stochastic programming; wind power plants; L-shaped method; computational efficiency; frequency dynamic simplified model; frequency-constrained stochastic economic dispatch model; large-scale system; model formulation; operational decision making; post-contingency minimum frequency constraints; stochastic program decomposition; two-stage stochastic convex program; wind penetration; Computational modeling; Economics; Frequency control; Frequency estimation; Generators; Load modeling; Stochastic processes; Economic dispatch; operating reserves; power system security; primary frequency control; stochastic programming; transmission constraints; wind integration;
Journal_Title :
Power Systems, IEEE Transactions on
DOI :
10.1109/TPWRS.2012.2236108